Description
<p>
Improve the use of land cover data by developing an advanced framework for robust classification using multi-source datasets:<br />
Develop, validate and optimize a generalized multi-kernel, active learning (MKL-AL) pattern recognition framework for multi-source data fusion.<br />
Develop both single- and ensemble-classifier versions (MKL-AL and Ensemble-MKL-AL) of the system.<br />
Utilize multi-source remotely sensed and in situ data to create land-cover classification and perform accuracy assessment with available labeled data; utilize first results to query new samples that, if inducted into the training of the system, will significantly improve classification performance and accuracy.<br />
</p>
Resources
| Name | Format | Description | Link |
|---|---|---|---|
| View documentation related to this dataset | HTML | Includes a user's guide, supplemental documents like ATBDs and academic papers, How Tos, FAQs, etc. | Open resource |
| This dataset's landing page | HTML | Provides access to data, documentation, tools, citation information, support, and other resources. | Open resource |
| Download this dataset | HTML | Direct download via HTTPS protocol. | Open resource |
| Download this dataset | HTML | Data Access link for ITSD project | Open resource |
| Download this dataset | HTML | Tool to visualize, search, and download IceBridge data. | Open resource |
| Google Scholar search results | HTML | Search results for publications that cite this dataset by its DOI. | Open resource |
| Download this dataset through Earthdata Search | HTML | NASA's newest search and order tool for subsetting, reprojecting, and reformatting data. | Open resource |
| XML File | XML | Open resource | |
| XML File | XML | Open resource |